Image Recognition - using OpenCV. I did some work with OpenCV in the image recognition class last quarter, and I have a very simple framework for playing card recognition made already. Perhaps something to do with playing cards and virtual reality, although the road sign project from last year also looks very interesting.

Natural Language Processing - I'm not sure if this is very doable on an embedded system, but it is one of my interests.